The document discusses research conducted to understand user experiences on Yelp and identify opportunities for improvement. Researchers recruited participants and had them complete diary entries and tasks on the Yelp website, which was observed. Findings showed users struggled to add photos, the homepage had too much content, and new users found it difficult to use. Recommendations included simplifying the design, improving how friends are connected, and providing tutorials for new users. The overall recommendation was to build upon the research findings and user feedback to create a more dynamic website and consistent mobile experience.
Tapping into user feedback to make apps users loveappbot
The world's top apps all have one thing in common: users LOVE them. How did these companies know what to build and how to market themselves to become an app that everyone talks about?
As co-founder of Appbot, Claire's world revolves around demystifying user feedback for some of the world's most successful app businesses. The presentation covers both low and high tech ways to aggregate and analyze what users want so that yo can improve your app with every update, whether your app is getting hundreds of reviews per day or is still pre-launch.
If you enjoy this slide deck, find other great content about making your app a success at http://blog.appbot.co.
Product teardown workshop - Carousel vs. FlickrPM FastTrack
Mobile product tear down workshop, using Carousel and Flickr (owned by Dropbox and Yahoo, respectively). The actual session will be lead by PM Fast Track and PM team at Yammer.
Organic Acquisition: How To Acquire A Million Users With Zero Marketing (mobi...Mozza
Stop spending thousands of dollars on paid advertising and start implementing viral growth mechanisms within your product to acquire more users. Here are some good examples :)
- Slides from a talk given at Station F
Tapping into user feedback to make apps users loveappbot
The world's top apps all have one thing in common: users LOVE them. How did these companies know what to build and how to market themselves to become an app that everyone talks about?
As co-founder of Appbot, Claire's world revolves around demystifying user feedback for some of the world's most successful app businesses. The presentation covers both low and high tech ways to aggregate and analyze what users want so that yo can improve your app with every update, whether your app is getting hundreds of reviews per day or is still pre-launch.
If you enjoy this slide deck, find other great content about making your app a success at http://blog.appbot.co.
Product teardown workshop - Carousel vs. FlickrPM FastTrack
Mobile product tear down workshop, using Carousel and Flickr (owned by Dropbox and Yahoo, respectively). The actual session will be lead by PM Fast Track and PM team at Yammer.
Organic Acquisition: How To Acquire A Million Users With Zero Marketing (mobi...Mozza
Stop spending thousands of dollars on paid advertising and start implementing viral growth mechanisms within your product to acquire more users. Here are some good examples :)
- Slides from a talk given at Station F
Yelp challenge reviews_sentiment_classificationChengeng Ma
Using LIBLinear to train SVM on 2015 Yelp Challenge Dataset (~1.5GB) to predict the sentiment of reviewers (above 95% accuracy on validation and testing). And the SVM output weights are used to find 100 most positive and negative words, which are quite consistent with our experience.
Using Latent Dirichlet Allocation, I created a model to predict the sub-topics and sub-topical sentiments of Yelp reviews (e.g. "good food, bad service", "good food, good price, good service").
Jed Nachman, Vice President of Sales at Yelp, presents on how companies can manage and benefits from user-generated reviews. He the presentation by reviewing the benefits and the downside to online reviews, and then moves onto to ways apartment operators and other industries can manage a significant amount of user-generated content.
Jeremy Stoppleman has built an amazing company and product in Yelp by unlocking a powerful network effect. But he’s not satisfied… Although his product is well liked, it only delivers on part of the customer benefit – it helps you find great restaurants, but not book a table. It drives him nuts that after finding a great place to eat, his users need to open up another app, OpenTable, to book a table, often only to find out nothing is available, so back to Yelp to find a new restaurant. Sound familiar? We have all probably experienced this many times. It seems like it would be straightforward to leverage Yelp’s powerful network effect to bust into the booking space, but OpenTable also has a powerful network effect between restaurants and diners. Jeremy has asked you to take a few hours and solve this problem for him.
This project involves predictive analysis on user reviews, review count, neighborhoods of businesses etc. and deriving star rating for different businesses in the YELP application.
Technologies used: Machine Learning Models (Navie Bayes, KNN, Decision Tree), Weka, Hadoop, Hive, Java
You can also find the blog at
https://sjsubigdata.wordpress.com/2014/12/19/data-mining-on-yelp-dataset-2/
Capacity planning is a difficult challenge faced by most companies. If you have too few machines, you will not have enough compute resources available to deal with heavy loads. On the other hand, if you have too many machines, you are wasting money. This is why companies have started investing in automatically scaling services and infrastructure to minimize the amount of wasted money and resources.
In this talk, Nathan will describe how Yelp is using PaaSTA, a PaaS built on top of open source tools including Docker, Mesos, Marathon, and Chronos, to automatically and gracefully scale services and the underlying cluster. He will go into detail about how this functionality was implemented and the design designs that were made while architecting the system. He will also provide a brief comparison of how this approach differs from existing solutions.
UX - User Testing to Real Actions
"We need to do user testing"
"Okay, let's do it"
...a few moments later....
"We did it"
".....now what?"
Sound familiar?
This talk is going to be a collection of stories of how Carl turned research into action and how that benefited not only the users but the businesses he consulted for. These small businesses include companies like Adobe, Facebook and many interesting start-ups.
You will leave with a list of actions you can take based on user research data both from Qualitative and Quantitative testing. You will be surprised what you can learn and how it will help your products and or clients.
04: How To Engage And Retain Your Current And Future UsersLogan Merrick
In this episode of The Buzinga Podcast, Logan talks about a big issue for developers - retention. Here's how to engage and retain your users so you are squeezing the most value from them.
Designed UI prototype for restaurant finder mobile app using Persona survey, market analysis and GAP analysis
Maintained app user-friendly, attractive user interface and easy to use
This project is part of Human Computer Interface
Using Facebook Insights to Improve PerformanceJessica Stahl
Slides from a training course on using Facebook Insights - what the various metrics measure and how to use them to evaluate and improve your page. Looks at the new Insights Dashboard, and how to export data and manipulate it in Excel.
This was taught in two sessions. Session 1 covered basic metrics, the Insights Dashboard, and how to apply critical thinking and the scientific method towards rigorous decision-making. Session 2 covered how to export data and manipulate it in Excel, including useful Excel skills like performing calculations and using pivot tables.
Yelp challenge reviews_sentiment_classificationChengeng Ma
Using LIBLinear to train SVM on 2015 Yelp Challenge Dataset (~1.5GB) to predict the sentiment of reviewers (above 95% accuracy on validation and testing). And the SVM output weights are used to find 100 most positive and negative words, which are quite consistent with our experience.
Using Latent Dirichlet Allocation, I created a model to predict the sub-topics and sub-topical sentiments of Yelp reviews (e.g. "good food, bad service", "good food, good price, good service").
Jed Nachman, Vice President of Sales at Yelp, presents on how companies can manage and benefits from user-generated reviews. He the presentation by reviewing the benefits and the downside to online reviews, and then moves onto to ways apartment operators and other industries can manage a significant amount of user-generated content.
Jeremy Stoppleman has built an amazing company and product in Yelp by unlocking a powerful network effect. But he’s not satisfied… Although his product is well liked, it only delivers on part of the customer benefit – it helps you find great restaurants, but not book a table. It drives him nuts that after finding a great place to eat, his users need to open up another app, OpenTable, to book a table, often only to find out nothing is available, so back to Yelp to find a new restaurant. Sound familiar? We have all probably experienced this many times. It seems like it would be straightforward to leverage Yelp’s powerful network effect to bust into the booking space, but OpenTable also has a powerful network effect between restaurants and diners. Jeremy has asked you to take a few hours and solve this problem for him.
This project involves predictive analysis on user reviews, review count, neighborhoods of businesses etc. and deriving star rating for different businesses in the YELP application.
Technologies used: Machine Learning Models (Navie Bayes, KNN, Decision Tree), Weka, Hadoop, Hive, Java
You can also find the blog at
https://sjsubigdata.wordpress.com/2014/12/19/data-mining-on-yelp-dataset-2/
Capacity planning is a difficult challenge faced by most companies. If you have too few machines, you will not have enough compute resources available to deal with heavy loads. On the other hand, if you have too many machines, you are wasting money. This is why companies have started investing in automatically scaling services and infrastructure to minimize the amount of wasted money and resources.
In this talk, Nathan will describe how Yelp is using PaaSTA, a PaaS built on top of open source tools including Docker, Mesos, Marathon, and Chronos, to automatically and gracefully scale services and the underlying cluster. He will go into detail about how this functionality was implemented and the design designs that were made while architecting the system. He will also provide a brief comparison of how this approach differs from existing solutions.
UX - User Testing to Real Actions
"We need to do user testing"
"Okay, let's do it"
...a few moments later....
"We did it"
".....now what?"
Sound familiar?
This talk is going to be a collection of stories of how Carl turned research into action and how that benefited not only the users but the businesses he consulted for. These small businesses include companies like Adobe, Facebook and many interesting start-ups.
You will leave with a list of actions you can take based on user research data both from Qualitative and Quantitative testing. You will be surprised what you can learn and how it will help your products and or clients.
04: How To Engage And Retain Your Current And Future UsersLogan Merrick
In this episode of The Buzinga Podcast, Logan talks about a big issue for developers - retention. Here's how to engage and retain your users so you are squeezing the most value from them.
Designed UI prototype for restaurant finder mobile app using Persona survey, market analysis and GAP analysis
Maintained app user-friendly, attractive user interface and easy to use
This project is part of Human Computer Interface
Using Facebook Insights to Improve PerformanceJessica Stahl
Slides from a training course on using Facebook Insights - what the various metrics measure and how to use them to evaluate and improve your page. Looks at the new Insights Dashboard, and how to export data and manipulate it in Excel.
This was taught in two sessions. Session 1 covered basic metrics, the Insights Dashboard, and how to apply critical thinking and the scientific method towards rigorous decision-making. Session 2 covered how to export data and manipulate it in Excel, including useful Excel skills like performing calculations and using pivot tables.
The Europeana Newspapers Project held a workshop in Amsterdam in September 2013. This presentation from Channa Veldhuijsen of the National Library of the Netherlands explains some principles of usability testing for historic newspapers presented online.
UX Research and Design Process - Breakaway ArtsKusum Joshi
Redesigning the Breakaway Arts's website in order to create an efficient delightful way to increase the enrollment rate for their classes and improve navigation and general usability and explore a new visual design for the look & feel of the brand.
How to Succeed as a PM by fmr Native Instrument Dir of ProductProduct School
Main takeaways:
- Continuous discovery is the only way to do product
- Recruiting users will be hard, build relationships, or contact strangers in context
- Product development can be a struggle, agree on a recipe as a team, stick to it, and iterate
Biological screening of herbal drugs: Introduction and Need for
Phyto-Pharmacological Screening, New Strategies for evaluating
Natural Products, In vitro evaluation techniques for Antioxidants, Antimicrobial and Anticancer drugs. In vivo evaluation techniques
for Anti-inflammatory, Antiulcer, Anticancer, Wound healing, Antidiabetic, Hepatoprotective, Cardio protective, Diuretics and
Antifertility, Toxicity studies as per OECD guidelines
A Strategic Approach: GenAI in EducationPeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
Operation “Blue Star” is the only event in the history of Independent India where the state went into war with its own people. Even after about 40 years it is not clear if it was culmination of states anger over people of the region, a political game of power or start of dictatorial chapter in the democratic setup.
The people of Punjab felt alienated from main stream due to denial of their just demands during a long democratic struggle since independence. As it happen all over the word, it led to militant struggle with great loss of lives of military, police and civilian personnel. Killing of Indira Gandhi and massacre of innocent Sikhs in Delhi and other India cities was also associated with this movement.
Read| The latest issue of The Challenger is here! We are thrilled to announce that our school paper has qualified for the NATIONAL SCHOOLS PRESS CONFERENCE (NSPC) 2024. Thank you for your unwavering support and trust. Dive into the stories that made us stand out!
Palestine last event orientationfvgnh .pptxRaedMohamed3
An EFL lesson about the current events in Palestine. It is intended to be for intermediate students who wish to increase their listening skills through a short lesson in power point.
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdfTechSoup
In this webinar you will learn how your organization can access TechSoup's wide variety of product discount and donation programs. From hardware to software, we'll give you a tour of the tools available to help your nonprofit with productivity, collaboration, financial management, donor tracking, security, and more.
How to Make a Field invisible in Odoo 17Celine George
It is possible to hide or invisible some fields in odoo. Commonly using “invisible” attribute in the field definition to invisible the fields. This slide will show how to make a field invisible in odoo 17.
Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
2. Executive Summary
Our goal throughout this research has been to
identify the strengths and weaknesses behind
the users’ experiences and to discover
opportunities for improvement.
By conducting user research before the
redesign, we will prevent costly errors. This
resource of background data can provide Yelp
with rich insight into their client base.
In this presentation we will look at the
following:
• How participants were recruited
• Research methods used
• How data was collected
• Analysis data we’ve received from our
studies
• Our findings
• Our recommendations
3. Business Goals
We’ve been through the site and have compiled a
list of what we believe are relevant business
goals for Yelp’s website and its mobile
platform:
➤ Create a better experience for Yelp users.
➤ Generate more money by offering ad space to
local businesses.
➤ Create a better recommendation platform.
➤ Get Yelp users to use event and list pages more
efficiently.
➤ Create a platform for more social interaction
and engagement between friends.
➤ Create more engagement between business
owners and the users.
4. RESEARCH METHODS USED
➤ Diary Study
This research method requires users or observers of users to keep track of activities or events in the
form of a diary or log.
➤ Benefits to using this type of study are:
➤ It allows users to record their findings without having an observer watching over them
➤ The user experience on the Yelp website can be gathered over an extended period of time.
➤ Types of Diary Studies:
➤ Unstructured Diary Study - Participants report on everyday activities.
➤ Structured Diary Study - Participants report on everyday activities with more specific questions.
➤ Usability Test - Participants complete specific tasks and report on results.
➤ Problem Report - Participants report on everyday activities and identify bugs or experience problems.
5. RESEARCH METHODS USED
➤ Usability Study
Researchers will evaluate a product or service ( the Yelp website) by testing it with a representative set of users. In
these tests users complete tasks while the researcher observers them and takes notes.
➤ Types of Usability Studies:
➤ Learn in real time how the website works for users.
➤ Get user feedback as soon as the study is over.
➤ Types of Usability Studies:
➤ Problem Discovery - The goal of this test is to uncover and fix as many usability problems as possible.
➤ Benchmark - Benchmark studies are often called summative studies. A benchmark study assess how much the
user has learned.
➤ Competitive Study - Measures the Yelp website versus Yelp’s competitors.
➤ Eye-Tracking - Measures where users eyes are drawn in a design and the sequence of gaze panthers.
➤ Learnability - Measures how users learn. By giving users the same set of tasks to complete we will measure the
learning curve of the Yelp website.
6. ➤ To recruit participants for our research study,
an email screener was created to select our
participants.
Once the selected participant click on the link,
they were asked to complete a questionnaire
about their experience with the Yelp website.
To entice people to click on the link we
offered free meals ( a value of $100) as long
as they agreed to complete a review on the
website
We selected a diverse group of individuals
from new users to yelp experts.
Once we had our participants we asked them
to send us their reviews.
Recruitment
7. Data Collection
➤ After each meal we had users record an entry
into their diary.
➤ Once we received their diary of entries we
scheduled time with each user to observe
them using the Yelp website.
➤ We gave each users 5 tasks to complete:
1. Create a login on the yelp website.
2. Using the search bar, find the restaurant that you chose to review.
3. Write a review about the restaurant and include any photos you
took.
4. Find your friends, read and comment on their Yelp reviews.
5. List anything that you would consider distracting on the website.
8. DATA ANALYSIS
TO SUMMARIZE THE DATA FROM
MY RESEARCH STUDIES I WILL:
➤ Use graphs to illustrate my findings.
➤ Record user responses on things they
liked about using the Yelp website.
➤ Record user responses on things they
disliked about using the Yelp website.
➤ Report my findings.
➤ And offer recommendations.
9. FINDINGS
➤ All users completed tasks but in various times. While Participants 1 and 2 finished within 5 minutes of
each other. Participants 3 and 4 took the most time to finished their reviews.
➤ Participant 3 had a hard time with adding photos to to his reviews.
➤ Participant 4 got distracted by reading on the articles in the news section of the website.
➤ All participants 1-3 had a hard time adding photos to their reviews. No one new that photos could be
added automatically. Each spent time looking for the section “upload a photo”
➤ Participant 1 noticed the add a photo option but it’s small in comparison to the write a review button.
➤ Participant 2 didn't confirm his address so he couldn't add a photo until he did that however he could
still write a review.
➤ Participant 3 is new to Yelp and couldn't figure out how to use the system. He made a comment
wishing there was a tutorial for new users.
➤ Content was another subject will all participants. Participants 1 and 4 liked how the website was laid out.
While participants 2 and 3 felt that the homepage was too content heavy.
10. SOLUTIONS
Issue: Participant 4 got distracted by reading on the articles in the news section of the website.
When it comes to the overall layout, I agree with Participant 4 in that it’s quite busy. There are too many links that will lure
users to a section of the site they aren’t even particularly looking for.
Solution
Simplify the design by removing distracting side navigation. For instance, the “Today in Talk” section is all about what’s
going on in the news, but what does that have to do with reviews on local businesses?
Issue: Connecting Facebook to Yelp.
There should be a better way of adding friends on the Yelp website. As it currently stands, when you connect your Facebook
account to your Yelp account it sends friend requests to all of your friends instead of simply adding them to your friends page.
Solution
When users connect their Facebook page to their Yelp page, friends should be immediately connected instead of requiring users
to send out friend requests. They’ve done it once, should they be required to do it again?
11. SOLUTIONS
Issue: Seeing Friend Reviews
There’s not an easy way to find out which restaurants a user’s friends have visited nor to find and read their
reviews.
Solution
When you log into the Yelp website, you should automatically see what your friends have done recently instead
of seeing what’s just happened near you. This is a social website and it should start with friends and their
experiences first.
Issue: How to use Yelp.
Yelp believes that users know how to use the website. While this is true for existing users, new users will find it
hard to navigate the website.
Solution
Give users the option to learn how to use the website instead of assuming that they already know what they’re
doing.
12. Final Recommendation
Build the Website
Take all the testing into consideration with user feedback
and we can build a more dynamic website that users will feel
comfortable using.
We also recommend taking a look at the company’s SEO
plan to make sure that our new design works with what’s
already been done. If not, let’s work together to build a
better SEO campaign.
Build the Mobile Application
After working on the Yelp website, we recommend applying
the same tactics on the mobile application We can make sure
that the look, feel, and brand messaging is consistent on both
platforms.